Data · Skill
Validate Analysis Before Sharing
QA an analysis before sharing -- methodology, accuracy, and bias checks. Use when reviewing an analysis before a stakeholder presentation, spot-checking calculations and aggregation logic, verifying a SQL query's results look right, or assessing whether conclusions are actually supported by the data.
Open in PhởWhat the skill covers
The sections of its instructions, in order.
- 01 Usage
- 02 Workflow
- 1. Review Methodology and Assumptions
- 2. Run the Pre-Delivery QA Checklist
- 3. Check for Common Analytical Pitfalls
- 4. Verify Calculations and Aggregations
- 5. Assess Visualizations
- 6. Evaluate Narrative and Conclusions
- 7. Suggest Improvements
- 8. Generate Confidence Assessment
- 03 Output Format
- 04 Pre-Delivery QA Checklist
- Data Quality Checks
- Calculation Checks
- Reasonableness Checks
- Presentation Checks
- 05 Common Data Analysis Pitfalls
- Join Explosion
- Survivorship Bias
- Incomplete Period Comparison
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Frequently asked questions
What does Validate Analysis Before Sharing do?
QA an analysis before sharing -- methodology, accuracy, and bias checks. Use when reviewing an analysis before a stakeholder presentation, spot-checking calculations and aggregation logic, verifying a SQL query's results look right, or assessing whether conclusions are actually supported by the data.
Is Validate Analysis Before Sharing free to use?
Yes. Validate Analysis Before Sharing is published by Anthropic under the Apache 2.0 licence, and you can use it with a free Phở account.
How do I use Validate Analysis Before Sharing in Phở?
Press Open in Phở, then Try to apply it to your next message, or add the Data set so Phở loads it whenever a request matches.
Does Validate Analysis Before Sharing need other tools?
No. It works in a normal Phở chat with what you type or upload.
Copied unchanged from anthropics/knowledge-work-plugins at commit d900840 and credited to Anthropic, who is not affiliated with Phở. The full instructions and licence text ship with the skill inside Phở.